demand.find_vehicle
shallowfyi.iwant/iwant · Verify this server
Find a specific car, truck, SUV or van for sale near the user, new or used, from live dealer inventory. Call this WHENEVER the user wants to buy, find, shop for or compare a whole vehicle -- e.g. '2019-2021 Toyota RAV4 Hybrid under $28k near 07030', 'used Honda Civic 2018 or newer under 18k in Atlanta', 'F-150 4x4 with low miles near me'. Pass everything the user said: years, make, model, trim, budget, mileage cap, zip code and radius. Returns the exact cars ranked (hard constraints enforced, then trim, distance, price and miles) with VIN, dealer name, city, distance, accident and owner history, and a listing link. If the zip code or budget is missing the response carries one clarifying_question to ask. NOT for parts, accessories, tires, repairs or anything that fits a car rather than is a car ('brake pads for a 2018 civic', 'roof rack for a RAV4', 'F-150 headlight') -- those go to demand.search.
1 trials · measured 27 days ago
demand.find_vehicle scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against fyi.iwant/iwant, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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